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SOFSEM
2004
Springer
15 years 7 months ago
Approaches Based on Markovian Architectural Bias in Recurrent Neural Networks
Recent studies show that state-space dynamics of randomly initialized recurrent neural network (RNN) has interesting and potentially useful properties even without training. More p...
Matej Makula, Michal Cernanský, Lubica Benu...
EWSN
2011
Springer
14 years 5 months ago
Opportunistic Packet Scheduling in Body Area Networks
Significant research efforts are being devoted to Body Area Networks (BAN) due to their potential for revolutionizing healthcare practices. Energy-efficiency and communication re...
Kumar Shashi Prabh, Jan-Hinrich Hauer
ISPAN
2009
IEEE
15 years 8 months ago
Temperature Control Framework Using Wireless Sensor Networks and Geostatistical Analysis for Total Spatial Awareness
— This paper presents a novel framework for intelligent temperature control in smart homes using Wireless Sensor Networks (WSN) and geostatistical analysis for total spatial awar...
Charles C. Castello, Jeffrey Fan, Asad Davari, Rue...
LCN
2008
IEEE
15 years 8 months ago
Key revocation based on Dirichlet multinomial model for mobile ad hoc networks
— The absence of an online trusted authority makes the issue of key revocation in mobile ad hoc networks (MANETs) particularly challenging. In this paper, we present a novel self...
Xinxin Fan, Guang Gong
NCA
2008
IEEE
15 years 1 months ago
A Bradley-Terry artificial neural network model for individual ratings in group competitions
A common statistical model for paired comparisons is the Bradley-Terry model. This research re-parameterizes the Bradley-Terry model as a single-layer artificial neural network (A...
Joshua E. Menke, Tony R. Martinez